def exactor(self, one):
faces = one[1].split(';')
face_dir = one[-1]
for face in faces:
all_finished = True
if face:
face_path = face_dir + one[2] + '/' + face
cmd = "../cmodel/featurebr/build/feature %s %s " % (
"FaceRecognition", face_path)
print cmd
res = exeCmd(cmd)
data = res.strip(',').split(',')
ldata = len(data)
if ldata != self.conf['item_len']:
print "len of data error: %d" % ldata
all_finished = False
continue
data = self.indexData(data)
data['hash_id'] = one[0]
data['path'] = face_path
data['uri'] = one[3]
res = self.es.index(index="face",
doc_type="feature",
body=data)
if all_finished:
db = Mysql(self.conf["db_host"], self.conf["db_database"],
self.conf["db_user"], self.conf["db_pass"])
sql = "update images set status = '4' where `md5` = '%s' " % one[
0]
db.execute(sql)
db.close()
return
def finishPic(self, pic): # opencv
face_cascade = cv2.CascadeClassifier(self.conf["cascade"])
imgpath = self.conf['img_path'] + pic[0] + '/' + pic[1]
img = cv2.imread(imgpath)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray, 1.5, 7)
i = 0
faces_str = ""
for (x,y,w,h) in faces:
faces_str += pic[1] + ".face_"+str(i)+".jpg;"
face_path = pic[3] + pic[1] + ".face_"+str(i)+".jpg"
tmpimg = cv.LoadImage(imgpath)
cv.SetImageROI(tmpimg, (x, y, w, int(h*1.15)))
cv.SaveImage(face_path,tmpimg)
print face_path
i += 1
db = Mysql(self.conf["db_host"], self.conf["db_database"], self.conf["db_user"], self.conf["db_pass"])
sql = "update images set status='3', face_dir='%s' where `md5`='%s'" % (faces_str, pic[2])
db.execute(sql)
db.close()
return
class MainDev(SDevice):
_logger = None
_main_proc = None
_mail_procs = None
_work_procs = None
_db = None
instance = None
mutex = threading.Lock()
def __init__(self):
super(MainDev, self).__init__()
self._logger = logging.getLogger(str(__name__))
interval = SysConfig.config["servers"]["interval"]
if not interval:
interval = 200
self._main_proc = MainProc(self)
self.addProcess(self._main_proc, interval)
mailProcCount = SysConfig.config["mail"]["mailProcCount"]
self._mail_procs = []
for i in range(mailProcCount):
mailProc = MailProc(self)
mailProc.setIndex(i)
self._mail_procs.append(mailProc)
self.addProcess(mailProc, interval)
self._work_procs = []
workProcCount = SysConfig.config['servers']['workProcCount']
for i in range(workProcCount):
workProc = WorkProc(self)
self._work_procs.append(workProc)
self.addProcess(workProc, interval)
host = SysConfig.config['db']['host']
port = SysConfig.config['db']['port']
user = SysConfig.config['db']['user']
passwd = SysConfig.config['db']['passwd']
dbName = SysConfig.config['db']['db']
charset = SysConfig.config['db']['charset']
self._db = Mysql(host, port, user, passwd, dbName, charset)
pass
@staticmethod
def GetInstance():
if(MainDev.instance == None):
MainDev.mutex.acquire()
if(MainDev.instance == None):
MainDev.instance = MainDev()
MainDev.mutex.release()
return MainDev.instance
pass
def getMainProc(self):
return self._main_proc
pass
def getRedis(self):
return self._redis
pass
def start(self):
super(MainDev, self).start()
row = self._db.query("select num_iid from ftxia_items order by id desc")
for r in row:
AppQueue.numiidQueue.put(r[0])
self._logger.debug("numiid count %d"%(AppQueue.numiidQueue.qsize()))
self._logger.debug("server start ........")
def close(self):
self._logger.debug("server close ........")
super(MainDev,self).close()
self._db.close()
def getDb(self):
return self._db
def getFactory(self):
return self._factory
pass
